{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "dog = cv2.imread('dog.jpg')\n",
    "dog = cv2.cvtColor(dog, cv2.COLOR_BGR2RGB)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f9698275eb0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(dog)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# MobileNetV1 SSD Inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "from what.models.detection.ssd.mobilenet_v1_ssd import MobileNetV1SSD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Initialize the model\n",
    "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n",
    "model = MobileNetV1SSD(pretrained=True, is_test=True, device=device)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FPS:  6\n"
     ]
    }
   ],
   "source": [
    "# Run inference\n",
    "_, boxes, labels, probs = model.predict(dog, 10, 0.4)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Display output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "from what.models.detection.utils.box_utils import draw_bounding_boxes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dog: 1.00\n"
     ]
    }
   ],
   "source": [
    "output = draw_bounding_boxes(dog, boxes, labels, model.class_names, probs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f958ca21820>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(output)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
